The rise of Perimeter AI signifies a profound shift away from centralized processing models. Instead of relying solely on distant cloud servers, Edge AI brings cognition closer to the point of data – whether that's a surveillance camera, a factory robot, or a driverless vehicle. This decentralized approach minimizes latency, enhances privacy, and